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Microsoft looks to free itself from GPU shackles by designing custom AI chips

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Microsoft looks to free itself from GPU shackles by designing custom AI chips

GPUs are used extensively by the majority of organizations that produce AI models, especially generative AI models like ChatGPT, GPT-4 Turbo, and Stable Diffusion. GPUs are ideal for training and operating today’s most sophisticated artificial intelligence systems due to their capacity for many concurrent computations.

It’s said that Nvidia’s top-performing AI cards won’t be available until 2024. Recently, the CEO of chipmaker TSMC expressed less optimism, speculating that the lack of AI GPUs from Nvidia and competing companies’ chips might last until 2025.

The Azure Maia 100 AI Accelerator and the Azure Cobalt 100 CPU are two specially created, in-house, data center-bound AI chips that Microsoft presented today at its 2023 Ignite conference. Cobalt 100 is intended to run general-purpose workloads, whereas Maia 100 can be used to train and execute AI models.

“We are reimagining every aspect of our data centers to meet the needs of our customers, and Microsoft is building the infrastructure to support AI innovation,” stated Scott Guthrie, EVP of Microsoft’s cloud and AI group, in a statement that was sent to TechCrunch earlier this week. “At the scale we operate, it’s important for us to optimize and integrate every layer of the infrastructure stack to maximize performance, diversify our supply chain and give customers infrastructure choice.”

According to Microsoft, Maia 100 and Cobalt 100 will both begin to roll out to Azure data centers early in the upcoming year. These two systems will initially support the company’s AI services, including Azure OpenAI Service, which is its fully managed offering for OpenAI models, and Copilot, which is Microsoft’s family of generative AI products. Microsoft promises that the chips are not one-offs, even though it’s early in the process. Hardware for Maia and Cobalt is already being developed for a second generation.

It’s not shocking in the slightest that Microsoft developed its own AI chips. The process was initiated and made public some time ago.

Microsoft has been developing AI processors behind closed doors since 2019 as part of a project code-named Athena, according to a revelation published in April by The Information. Furthermore, Bloomberg reported in 2020 that Microsoft had created a variety of CPUs for data centers and other devices, including consumer hardware (like the Surface Pro), based on the ARM architecture.

However, Microsoft’s semiconductor efforts are shown in the most comprehensive way to date in the announcement made at Ignite.

Maia 100, a 5-nanometer device with 105 billion transistors, was developed “especially for the Azure hardware stack,” according to Microsoft, with the goal of “achieving the absolute maximum utilization of the hardware.” According to the business, Maia 100 will “power some of the largest internal AI [and generative AI] workloads running on Microsoft Azure,” which includes workloads for Azure OpenAI Service, Microsoft 365, Bing, and Azure (although not yet for customers on the public cloud)1

Still, that’s a lot of jargon. How does it all add up? To tell the truth, this reporter doesn’t find it quite evident, at least not based on the information Microsoft has provided in its press materials. In fact, Microsoft has chosen to keep the design under wraps, at least for the time being, so it’s unclear even what kind of chip Maia 100 is.

Another disappointing factor is that Microsoft chose not to submit Maia 100 to publicly available benchmarking test suites like MLCommons. As a result, it is impossible to compare the performance of the chip to other AI training chips already on the market, such Meta’s MTIA, Amazon’s Tranium, and Google’s TPU. With the information being public, let’s hope things will quickly change.

Microsoft was eager to provide a fascinating anecdote about its close AI partner and investment target, OpenAI: OpenAI offered input on the design of Maia 100.

It’s a development of the compute infrastructure partnerships between the two companies.

2020 saw the co-design of an Azure-hosted “AI supercomputer” by OpenAI and Microsoft, which had a cluster with over 285,000 CPU cores and 10,000 graphics cards. In order to train OpenAI’s models, Microsoft and OpenAI constructed a number of supercomputing platforms that were powered by Azure, which OpenAI only utilizes for its research, API, and products.

“Since first partnering with Microsoft, we’ve collaborated to co-design Azure’s AI infrastructure at every layer for our models and unprecedented training needs,” Altman said in a prepared statement. “We collaborated to improve and test Microsoft’s Maia chip designs using our models after they were initially shared. With Maia, Azure’s end-to-end AI architecture has been streamlined all the way down to the silicon, opening the door to training more powerful models at a lower cost to our clients.”

“As OpenAI’s exclusive cloud provider, we work closely together to ensure our infrastructure meets their requirements today and in the future,” a Microsoft spokesman said in response to my question for explanation. Their testing and feedback on Maia have been quite helpful, and we will keep an eye on their roadmap as we create our Microsoft first-party AI silicon generations.”

It is also known that the physical package of the Maia 100 is greater than that of a normal GPU.

Microsoft claims that in order to fit the chips together with the required power and networking cables, the data center server racks housing the Maia 100 processors had to be completely rebuilt. Since Microsoft’s data centers were not built for huge liquid chillers and the chips consume more electricity than typical, Maia 100 also required a special liquid-based cooling system.

According to a post written by Microsoft, “Cold liquid flows from [a’sidekick’] to cold plates that are attached to the surface of Maia 100 chips.” “A liquid is circulated through the passages on each plate to absorb and transfer heat. This travels to the sidekick, which takes away the liquid’s heat and returns it to the rack to absorb more, and so on.

Similar to Maia 100, Microsoft limited the information about Cobalt 100’s technical specifications during its Ignite presentation. The only thing that is known for sure is that it is a 128-core, energy-efficient processor with an Arm Neoverse CSS architecture that has been “optimized to deliver greater efficiency and performance in cloud native offerings.”

There was a bit of a trend with arm-based AI inference chips, which Microsoft is currently continuing. Based on an Arm architecture, Graviton3E is the newest inference chip from Amazon, designed to supplement Inferentia, the company’s other inference processor. Meanwhile, reports claim that Google is developing its own Arm server CPUs.

Wes McCullough, CVP of hardware product development at Cobalt, stated in a statement, “The architecture and implementation is designed with power efficiency in mind.” “We are utilizing the silicon’s transistors as effectively as possible. When you multiply those server efficiency advantages by the total number of datacenters we have, the total becomes really large.”

One of the Microsoft blog postings from today states that the business is “optimizing every layer of [the Azure] technology stack.” However, the underlying message is that Microsoft is fighting to stay in the never-ending quest for AI supremacy while still being cost-conscious.

Due to GPU scarcity and necessity, chip vendors now control both major and small AI startups, including Microsoft. Nvidia became just the sixth tech company in history to reach a market value of more than $1 trillion in May thanks to its AI chip and related sales of $13.5 billion in its most recent fiscal quarter. AMD, Nvidia’s main opponent, anticipates that its GPU data center income alone would surpass $2 billion in 2024, despite having a much smaller install base.

Without a doubt, Microsoft is unhappy with this agreement. Indeed, OpenAI is the driving force behind many of Microsoft’s flagship AI products, apps, and services today.

Altman acknowledged that OpenAI’s development was being hampered by GPU shortages and expenses in a private discussion with developers this summer. Just this week, the business had to suspend ChatGPT sign-ups owing to capacity concerns. Emphasizing the point, Altman stated in a Financial Times interview this week that he “hoped” Microsoft, which has spent over $10 billion on OpenAI over the last four years, will boost its funding to assist in covering the “huge” upcoming costs associated with model training.

Earlier this year, Microsoft issued a warning to shareholders about possible delays to Azure AI services in the event that it cannot obtain enough chips for its data centers. In the interim, the firm has been compelled to take extreme measures, such as offering refunds to Azure customers who have unused GPU reservations and guaranteeing payments to third-party cloud GPU providers like CoreWeave totaling billions of dollars.

If OpenAI designs its own AI processors as reported, that would cause conflict between the two companies. However, Microsoft probably believes that the financial savings that could result from using internal hardware—as well as its competitiveness in the cloud market—justify the risk of outwitting its ally.

Model inferencing expenses have apparently been costing Microsoft up to $80 per user per month for GitHub Copilot, one of the company’s best AI products. Investment company UBS predicts that Microsoft will struggle to create AI revenue streams in 2019 if the current circumstances don’t improve.

Naturally, hardware is difficult, and Microsoft may not be able to introduce AI chips in markets where others have failed.

Due to several issues with its initial custom AI chip attempts, Meta had to discard part of its experimental technology. According to Wired, Google has encountered design problems with its most recent iteration of the device and hasn’t been able to meet demand for its TPUs.

“In order to secure our customers’ workloads on Azure in the future, Microsoft is putting more of an emphasis on cost, power efficiency, and performance through its silicon work,” stated Pat Stemen, a partner program manager on the company’s Azure hardware systems and infrastructure team, in a blog post today. “We purposefully selected this innovation to ensure that our clients receive the greatest Azure experience possible both now and in the future…Our goal is to offer [clients] the greatest selection of solutions, taking into account their preferences in terms of cost, performance, or any other factor.”

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12 Nintendo Switch tips and tricks you probably didn’t know (but definitely should)

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A screenshot of one of the best Nintendo switch tips

Regardless of how long you’ve owned your system, there are certain Nintendo Switch tips and tricks that you might not have known about (if you haven’t already, the Black Friday deals on the Switch might be the opportunity you’ve been waiting for). In this post, we’ll try to correct that by summarizing some of the features that have enhanced our personal use of the gadget.

There exist numerous tips and tricks to enhance your usage of Nintendo’s entertaining and portable system, such as customizing your Switch or remapping buttons to save space or even locate misplaced Joy-Cons. Though in this article we’re only going to talk about items you can customize with the Switch consoles themselves, so there’s no need to buy anything else, you might also want to have a look at some of the greatest Nintendo Switch accessories.

12 helpful hints for the Nintendo Switch

Remap your buttons if you’d like. Want to obtain extra saves? Our best Nintendo Switch advice and techniques are included here.

Recently, there has been a lot of interest in dark mode, in part due to the perception that it could aid with eye strain and, in part, because it looks cool. There is, in fact, a dark mode for the Nintendo Switch. Just select Basic Black from the Themes menu under System Settings. This will alter the background of the menu pages and home screen to black; the games will remain unchanged.

2. Modify the avatar on your Nintendo Switch profile

Upon initializing your Nintendo Switch, you will be prompted to select an avatar and establish a profile. You can, however, always alter your avatar afterwards. Simply tap your symbol in the top-left corner to access your profile page, and then select User Settings > Edit symbol.

3. Remap the buttons on a Nintendo Switch
a picture of one of the top Nintendo Switch tutorials

Remapping the buttons on your controller is something you might not be aware of if you’ve owned your Nintendo Switch for a while, as it was only made possible via an update released in April 2022. Navigate to Controllers and Sensors > System Settings > Change Button Mapping.

On the Nintendo Switch, buttons for both Joy-Cons and the Switch Pro Controller can be remapped. You may adjust the purpose of each button and the joystick’s orientation by simply choosing a controller. It is possible to adjust the Joy-Con inputs for both horizontal and vertical gaming.

Although the Nintendo Switch is incredibly portable, its usefulness when traveling without a power source may be limited by its short battery life. Although a battery charge typically lasts three to four hours, there are a few strategies you can take to extend its life.

One of the most obvious solutions is to lower the brightness of the panel. This is by default set to automatic. To adjust the brightness to a fixed lower level, navigate to the settings page. Disabling controller vibration under ‘Controllers and Sensors’ is an additional choice. Additionally, you can lower the volume and enter flight mode.

To monitor battery life more closely, you can enable the battery percentage display option (System Settings > System). Of course, a portable power bank can be a wise purchase if you plan to use your console for an extended period of time without access to electricity.

Have you lost your Joy-Cons? No worries, the Switch comes equipped with a feature that allows you to find controllers (so long as they are in the same area; it won’t work if they are at someone else’s house). To view the controllers connected to your console, navigate to Controllers > Find Controllers.

If the missing controller has fallen behind the sofa or under the bed, you can locate it by highlighting it and pressing the L or R button on the one you have. If not, it should vibrate. To make both Joy-Cons vibrate in case you lose them, tap the touch screen.

We adore the Nintendo Switch, but if you primarily use digital downloads, you may quickly run out of space once you’ve accumulated a library of games due to the device’s lackluster hard drive capacity. Archiving games that you aren’t playing right now is one way to solve the problem. While maintaining game saves, this frees up space.

Simply select Manage Software > Archive Software after highlighting the game and pressing +. System Settings > Data Management is another way to archive. Choose Quick Archive to receive recommendations based on file size and playtime recently. Select the software you wish to archive by clicking Manage Software.

Naturally, there’s a good risk that your hard drive will eventually run out of capacity, especially if you have the original Switch or Switch Lite, which only have 32GB of space (the 64GB OLED model doubles that). The truth is, you will most likely need to buy a MicroSD card at some point. Third-party choices are supported by the consoles, and Black Friday is frequently a good time to locate deals.

You can move game data between the microSD card and the console if you’re using one (System Settings > Data Management > Move Data Between System / microSD Card). Click Move Data after choosing your destination and the games you wish to transfer. One advantage of purchasing physical games—which are frequently less expensive if you discover a deal at a store like Amazon—is that they don’t take up as much room.

Finding out that a game only supports one save file and that you have to erase the old one in order to create a new one or restart the game can be annoying at times.Making several user profiles is an easy way to get around this. Since every profile has its own save data, you can make a save for every profile you have. Go to System Settings > Users > Add Users to establish a new profile. When you launch a game after that, you’ll be able to select from your many profiles

On the Switch, you can’t record very long gameplay videos, but you can at least snap screenshots and record brief gameplay clips of the previous 30 seconds. You may now transmit screenshots from the Switch to your phone instead of the very restrictive Facebook or Twitter option that was previously the sole way to share images.

Press ‘A’ to bring up the Sharing and Editing options when you open the screenshot on your Switch, and then choose Send to Smartphone. To establish a wireless connection between the devices, you must first use your phone to scan one QR code. After that, you must scan a second code to view an image on a web page. You are free to use the image however you see fit after saving it to your phone.

Using friend codes, you can connect and play games with other Switch users. By accessing your user profile, you may see your code—a 16-digit code that will show up next to your icon. The majority of online multiplayer games, including Fortnite, require a Nintendo Switch Online subscription, although some do not. To play online against your trusted pals, you’ll need to add them.

Since the Nintendo Switch is not region-locked, you can purchase games from retailers across the globe in addition to those in your home nation. The drawback is that it can be a little tricky to obtain a digital code from another nation. The code requires you to set up a profile in the nation where it was obtained, however this is a simple and free process.a

Navigate to System > User settings. Select an icon and a nickname for the profile by tapping Add New User. Following that, you’ll need to register as a new user online. Simply follow the instructions, making sure to select the correct nation for your profile and provide a second email address for verification. When you’re finished, you can use your profile to log into the eShop (you’ll notice the currency is different) and use the sidebar menu to redeem your voucher.

You can use any of your profiles to play the game after downloading it. But, if you remove the newly made profile, you won’t be able to access it.

Your Nintendo Switch home screen allows you to customize the wallpaper and rearrange the icons as you see fit. By selecting Custom, you have the option to design your own background color and pre-made themes. You’ll need a microSD card to transfer an image to your Switch in order to add a custom wallpaper. Proceed to System Settings > Themes > Change Theme after that. After selecting Custom, choose the desired image to use.

Once you have more than 12 titles, you may additionally group Switch software. Scroll all the way to the right from the Home Menu and choose “All Software.” In order to examine your software by groups, press the L button. “Select Create new group,” check the titles you wish to include, organize them as you see fit, and give the group a name. It is possible to establish up to 100 groups, each with 200 titles.

12. Understand how to perform a Nintendo Switch hard reset.

The Nintendo Switch could occasionally freeze on you, just like any other electrical gadget. Hard resets are typically able to remedy this. The console should reset if you hold down the system’s power button for up to 15 seconds. In more severe situations, you can conduct a full factory reset by deleting the memory by heading to System Settings > System > Formatting Options > Initialize Console.

If you’re still in the market for a Nintendo Switch system, check out our guide to the top Nintendo Switch bargains or the prices shown below for your area. We also have a post about the top games for the Nintendo Switch.

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Maria Menounos Saw Signs of Pancreatic Cancer a Year Before Her Diagnosis — Here’s What Doctors Missed

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Maria Menounos Saw Signs of Pancreatic Cancer a Year Before Her Diagnosis — Here’s What Doctors Missed

In December 2022, about a year and a half ago, Maria Menounos received the horrifying news that she had pancreatic cancer. Since then, the TV and podcast host has had surgery to remove the tumor along with her spleen, a fibroid, and 17 lymph nodes. She has also turned into an ardent supporter, striving to increase public awareness of the illness. It’s a crucial job since, according to the Pancreatic Cancer Action Network (PanCAN), pancreatic cancer can be difficult to diagnose because the organ is situated too deep in the abdomen for medical professionals to feel or see tumors, and because symptoms aren’t always evident. Menounos’s route to a diagnosis, which included several missed indications and months of doctor appointments, serves as an example.

During a recent episode of Hoda Kotb’s podcast, Making Space, Menounos talked about how she had been experiencing severe bloating for several months prior to receiving her diagnosis. She said, “I looked like I swallowed a basketball for at least a year and a half or so.” In March 2022, Menounos stated, she had a test for celiac disease and had an endoscopy and colonoscopy in an attempt to “get to the root of what’s happening,” but the physicians “didn’t find the source.”

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She continued, “I was attempting to exclude items from [my] diet to see if there was a difference, so I kept snapping pictures of [my bloating]. “I told myself that there was a problem and that I would keep looking for it until I found it.”

Eight months before receiving a pancreatic cancer diagnosis, in April 2022, Menounos suggested that her pancreas might be the issue on an episode of her own podcast, Heal Squad. Menounos recounted the incident, saying, “[I said,] ‘I think something’s wrong with my pancreas,'” and that “a whole discussion about the pancreas” ensued. She described her remarkably precise prediction as “so random.”

Menounos began to have new-onset diabetes in June 2022, which is another sign of pancreatic cancer. Menounos recalled, “I said, ‘I don’t have this,’ first.” “I have no reason to develop Type 1 diabetes at 43 years old or older.” In retrospect, it appears that doctors overlooked this further warning indication. Research suggests that newly developing diabetes in adults over 50 “may be an early symptom of pancreatic cancer,” according to PanCAN. having diarrhea and what she had previously described as “excruciating” stomach discomfort. Menounos’s agony persisted even after CT scans, blood tests, and stool examinations revealed nothing abnormal. Ultimately, a growth on her pancreas was discovered during an MRI in December 2022. A biopsy later identified the abnormality as a stage 2 pancreatic neuroendocrine tumor.

Menounos was fortunate to have been diagnosed with cancer at an early stage and to have had the means to receive treatment. However, during the course of the year, Menounos’ doctors missed several symptoms even with those resources. The E! News alum is committed to sharing her experience because it validates the strength of persistence and self-advocacy in the doctor’s office.

Menounos stated earlier this month in a PanCAN ad that the best thing you can do for your health is “early detection, paying attention to your body and the signals it’s giving you.” “I want people to realize that they need to pay attention and take charge of their health.” According to PanCAN, signs of pancreatic cancer specifically can include back or abdominal pain, sudden-onset diabetes, jaundice, nausea, loss of appetite, changes in stool, and enlargement of the pancreas (also known as pancreatitis).

It’s important to be aware of the signs of cancer and other health problems and to make sure that medical professionals give your worries due consideration. Menounos emphasized, “You can’t just listen to somebody else tell you what’s happening in your body.” “If the suffering continues, you must not give up.”

Read about these famous people who have discussed their autoimmune diseases before you leave:

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8 teens face murder charges in deadly beating near Las Vegas high school

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8 teens face murder charges in deadly beating near Las Vegas high school

After the attack, Jonathan Lewis, 17, passed away, according to the Clark County coroner’s office. It was stated that complications from numerous blunt force injuries were the cause of his death. Homicide was recorded as the cause of his death.

After the attack, Jonathan Lewis, 17, passed away, according to the Clark County coroner’s office. It was stated that complications from numerous blunt force injuries were the cause of his death. Homicide was recorded as the cause of his death. In KLAS

The ages of all eight are thirteen to seventeen. The teenagers’ names were withheld for a while due to their age. In Nevada, a case involving a 16- or 17-year-old accused of murder is immediately sent to the adult court system. We call this procedure “certification.” Although it is not always the case, judges have the authority to certify minors over 14 as adults for any type of felony offense, including murder.

The incident took place on Wednesday, November 1st, close to Rancho High School on the 1900 block of Searles Avenue.

LVMPD Lt. Jason Johannson stated at a press conference on Tuesday that all 10 individuals involved were Rancho High School students. Johannson declared that there was insufficient evidence to classify the occurrence as a hate crime and called the footage “void of humanity.”

Eight of the ten had been recognized by police as of Tuesday, according to Johannson. All eight were taken into custody by police and the FBI early on Tuesday.

According to Johannson, Lewis was not defending himself and was lying on the ground when he passed out. The altercation was allegedly about a vape pen and some stolen wireless headphones.

The father of the younger Lewis, Jonathan Lewis, revealed to 8 News Now that his 17-year-old son passed away on Tuesday, Nov. 7, due to the wounds. Lewis, an out-of-state resident, expressed his hope that the passing of his son would spark a discussion about youth violence in the Las Vegas area.

In a statement to 8 News Now after the arrest, he stated, “We all must be held accountable for our choices.” “In our community, we should be able to live in harmony and experience love! For me, justice is just now beginning to be understood. For me as a father, a big part of justice is identifying the real reasons why, at this age, our kids choose violence—the underlying causes, the fear of ongoing resource conflict and reliance on a dysfunctional system—and creating our own self-regulated riches and health instead!

Two persons who were still unidentified were requested to be identified by police. As of Tuesday afternoon, neither of the two’s photos had been made public.

It is suggested that anyone with information get in touch with the LVMPD Homicide Section via email at [email protected] or by phone at 702-828-3521. Call Crime Stoppers at 702-385-5555 or use their website to remain anonymous.

“Instead of enslaving yourselves to anger, rage, and cowardly violence, I’m calling on the youth to use their collective mob voice to demand change, create a deep sense of community, and do something with your power,” stated the older Lewis.

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